Title
Visual end-effector position error compensation for planetary robotics
Abstract
This paper describes a vision-guided manipulation algorithm that improves arm end-effector positioning to subpixel accuracy and meets the highly restrictive imaging and computational constraints of a planetary robotic flight system. Analytical, simulation-based, and experimental analyses of the algorithm's effectiveness and sensitivity to camera and arm model error is presented along with results on several prototype research systems and " ground-in-the-loop " technology experiments on the Mars Exploration Rover (MER) vehicles. A computationally efficient and robust subpixel end-effector fiducial detector that is instrumental to the algorithm's ability to achieve high accuracy is also described along with its validation results on MER data. (C) 2007 Wiley Periodicals, Inc.
Year
DOI
Venue
2007
10.1002/rob.20186
JOURNAL OF FIELD ROBOTICS
Keywords
Field
DocType
sensitivity,computer vision,prototypes,simulation,robotics,mars exploration,end effectors
Errors-in-variables models,Computer vision,Fiducial marker,Simulation,Position error,Robot end effector,Artificial intelligence,Subpixel rendering,Engineering,Detector,Robotics,Exploration of Mars
Journal
Volume
Issue
ISSN
24
5
1556-4959
Citations 
PageRank 
References 
8
0.90
9
Authors
4
Name
Order
Citations
PageRank
Max Bajracharya122418.15
Matthew DiCicco2414.89
Paul Backes3719.26
Kevin Nickels4112.03